{"id":"W4298078231","doi":"10.2139/ssrn.3976512","title":"Corporate Criminals and Punishment Theory","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Wildlife Conservation and Criminology Analyses","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Punishment (psychology); Criminology; Corporate crime; Psychology; Law and economics; Economics; Political science; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002592914,0.0004204313,0.0005291707,0.002849423,0.003902732,0.005482862,0.001307966,0.005477609,0.01770489],"category_scores_gemma":[0.008394727,0.000322665,0.0004491611,0.001797108,0.01335709,0.004860064,0.002011824,0.003320291,0.0007317485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003045039,"about_ca_system_score_gemma":0.002570855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006076784,"about_ca_topic_score_gemma":0.008583168,"domain_scores_codex":[0.9978735,0.0008443644,0.00005963395,0.0002643714,0.0004868269,0.0004712283],"domain_scores_gemma":[0.9885834,0.00698503,0.00137211,0.0008346264,0.001443532,0.0007812931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004964978,0.00004326195,0.001234049,0.000009138841,0.000004169654,0.00003991255,0.0003182678,0.0002487828,0.000006172601,0.9936032,0.002363733,0.002124343],"study_design_scores_gemma":[0.00002269792,0.00002403365,0.002919747,0.00005997749,0.00001304562,0.0001053182,0.001536174,0.0017605,0.00003870163,0.9839589,0.009552671,0.000008181546],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1794558,0.002209273,0.0125139,0.03934335,0.0002311725,0.00006038115,0.00009661071,0.00002460266,0.7660649],"genre_scores_gemma":[0.9822479,0.0004155247,0.0004364427,0.001113728,0.0001272745,0.00002367406,0.00002261827,0.000005167127,0.01560782],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01770489,"threshold_uncertainty_score":0.05922878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02786805268722874,"score_gpt":0.2397640383515655,"score_spread":0.2118959856643368,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}